To come in contact with the ground at extreme force after falling off of something tall or being thrown from something, particularly the back of a horse. Term comes from those in the ranching industry, particularly those Cowboys dealing with young or "rank" horses, or those who compete in rough stock.

Below you'll see the following man get "chili whopped" at exactly forty seconds in.